Shuhao Zhang

71 papers A* 16A 3B 3Journal 41Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Global Planning.
IEEE Trans. Knowl. Data Eng.
Yading Li, Dandan Song, Yuhang Tian, Hao Wang, Changzhi Zhou, Shuhao Zhang
2026 A* conf
ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models.
AAAI
Huipeng Ma, Luan Zhang, Dandan Song, Linmei Hu, Yuhang Tian, Jun Yang, Changzhi Zhou, Chenhao Li, Yizhou Jin, Xudong Li, Meng Lin, Mingxing Zhang, Shuhao Zhang
2026 J jnl
ActiShade: Activating Overshadowed Knowledge to Guide Multi-Hop Reasoning in Large Language Models.
CoRR
Huipeng Ma, Luan Zhang, Dandan Song, Linmei Hu, Yuhang Tian, Jun Yang, Changzhi Zhou, Chenhao Li, Yizhou Jin, Xudong Li, Meng Lin, Mingxing Zhang, Shuhao Zhang
2026 J jnl
ComStar: Compression-Aware Stream Query for Heterogeneous Hybrid Architecture.
IEEE Trans. Parallel Distributed Syst.
Yani Liu, Feng Zhang, Yu Zhang, Shuhao Zhang, Bingsheng He, Jianhua Wang, Jidong Zhai, Xiaoyong Du
2026 A* conf
FlowRAG: Continual Learning for Dynamic Retriever in Retrieval-Augmented Generation.
WWW
Senlei Zhang, Tongjun Shi, Dandan Song, Luan Zhang, Shuhao Zhang, Xiaofei Liao, Hai Jin
2026 J jnl
Neuromem: A Granular Decomposition of the Streaming Lifecycle in External Memory for LLMs.
CoRR
Ruicheng Zhang, Xinyi Li, Tianyi Xu, Shuhao Zhang, Xiaofei Liao, Hai Jin
2026 A* conf
StreamFP: Fingerprint-guided Data Selection for Efficient Stream Learning.
WWW
Changwu Li, Tongjun Shi, Shuhao Zhang, Binbin Chen, Bingsheng He, Xiaofei Liao, Hai Jin
2026 J jnl
SynPerf: A Hybrid Analytical-ML Framework for GPU Performance Prediction.
CoRR
Kaixuan Zhang, Yunfan Cui, Shuhao Zhang, Chutong Ding, Shiyou Qian, Luping Wang, Jian Cao, Guangtao Xue, Cheng Huang, Guodong Yang, Liping Zhang
2025 A* conf
Detecting Hallucination in Large Language Models Through Deep Internal Representation Analysis.
IJCAI
Luan Zhang, Dandan Song, Zhijing Wu, Yuhang Tian, Changzhi Zhou, Jing Xu, Ziyi Yang, Shuhao Zhang
2025 J jnl
MAST: Towards Efficient Analytical Query Processing on Point Cloud Data.
Proc. ACM Manag. Data
Jiangneng Li, Haitao Yuan, Gao Cong, Han Mao Kiah, Shuhao Zhang
2025 J jnl
Scalable Transactional Stream Processing on Multicore Processors.
IEEE Trans. Knowl. Data Eng.
Jianjun Zhao, Yancan Mao, Zhonghao Yang, Haikun Liu, Shuhao Zhang
2025 A conf
Spacker: Unified State Migration for Distributed Streaming.
ICDCS
Yancan Mao, Shuhao Zhang, Richard T. B. Ma
2025 A conf
StraGCN: GPU-Accelerated Strassen's Sparse-Dense Matrix Multiplication for Graph Convolutional Network Training.
SC
Weidong He, Haikun Liu, Zhuohui Duan, Xiaofei Liao, Shuhao Zhang, Fubing Mao, Hai Jin
2025 — conf
Towards High-Performance Transactional Stateful Serverless Workflows with Affinity-Aware Leasing.
USENIX ATC
Jianjun Zhao, Haikun Liu, Shuhao Zhang, Haodi Lu, Yancan Mao, Zhuohui Duan, Xiaofei Liao, Hai Jin
2024 J jnl
A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis.
CoRR
Changzhi Zhou, Dandan Song, Yuhang Tian, Zhijing Wu, Hao Wang, Xinyu Zhang, Jun Yang, Ziyi Yang, Shuhao Zhang
2024 — conf
A Framework of Knowledge Graph-Enhanced Large Language Model Based on Question Decomposition and Atomic Retrieval.
EMNLP (Findings)
Yading Li, Dandan Song, Changzhi Zhou, Yuhang Tian, Hao Wang, Ziyi Yang, Shuhao Zhang
2024 J jnl
A survey on transactional stream processing.
VLDB J.
Shuhao Zhang, Juan Soto, Volker Markl
2024 J jnl
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data Ingestion.
CoRR
Xianzhi Zeng, Zhuoyan Wu, Xinjing Hu, Xuanhua Shi, Shixuan Sun, Shuhao Zhang
2024 J jnl
CStream: Parallel Data Stream Compression on Multicore Edge Devices.
IEEE Trans. Knowl. Data Eng.
Xianzhi Zeng, Shuhao Zhang
2024 J jnl
Data-Aware Adaptive Compression for Stream Processing.
IEEE Trans. Knowl. Data Eng.
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du
2024 J jnl
Enabling Adaptive Sampling for Intra-Window Join: Simultaneously Optimizing Quantity and Quality.
Proc. ACM Manag. Data
Xilin Tang, Feng Zhang, Shuhao Zhang, Yani Liu, Bingsheng He, Xiaoyong Du
2024 A* conf
Fast Parallel Recovery for Transactional Stream Processing on Multicores.
ICDE
Jianjun Zhao, Haikun Liu, Shuhao Zhang, Zhuohui Duan, Xiaofei Liao, Hai Jin, Yu Zhang
2024 A* conf
LibAMM: Empirical Insights into Approximate Computing for Accelerating Matrix Multiplication.
NeurIPS
Xianzhi Zeng, Wenchao Jiang, Shuhao Zhang
2024 B conf
Low-Latency Video Conferencing via Optimized Packet Routing and Reordering.
IWQoS
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
2024 A* conf
MOStream: A Modular and Self-Optimizing Data Stream Clustering Algorithm.
ICDM
Zhengru Wang, Xin Wang, Shuhao Zhang
2024 A* conf
MorphStream: Scalable Processing of Transactions over Streams.
ICDE
Siqi Xiang, Zhonghao Yang, Jianjun Zhao, Yancan Mao, Shuhao Zhang
2024 J jnl
PECJ: Stream Window Join on Disorder Data Streams with Proactive Error Compensation.
Proc. ACM Manag. Data
Xianzhi Zeng, Shuhao Zhang, Hongbin Zhong, Hao Zhang, Mian Lu, Zhao Zheng, Yuqiang Chen
2024 B conf
PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center.
ICPP
Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen
2024 J jnl
Predictive and Near-Optimal Sampling for View Materialization in Video Databases.
Proc. ACM Manag. Data
Yanchao Xu, Dongxiang Zhang, Shuhao Zhang, Sai Wu, Zexu Feng, Gang Chen
2024 — conf
Reproducibility Report for ACM SIGMOD 2023 Paper: 'MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores'.
SIGMOD/PODS
Ayushi Singh, Sven Helmer, Yancan Mao, Jianjun Zhao, Shuhao Zhang
2024 J jnl
StreamPrompt: Learnable Prompt-guided Data Selection for Efficient Stream Learning.
CoRR
Tongjun Shi, Shuhao Zhang
2023 J jnl
A Database System for State Management in Stateful Network Service Function Chains [Vision].
CoRR
Zhonghao Yang, Shuhao Zhang
2023 — conf
A Hardware-Conscious Stateful Stream Compression Framework for IoT Applications (Vision).
DEBS
Xianzhi Zeng, Shuhao Zhang
2023 J jnl
Benne: A Modular and Self-Optimizing Algorithm for Data Stream Clustering.
CoRR
Zhengru Wang, Xin Wang, Shuhao Zhang
2023 J jnl
CStream: Parallel Data Stream Compression on Multicore Edge Devices.
CoRR
Xianzhi Zeng, Shuhao Zhang
2023 A* conf
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression.
ICDE
Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du
2023 J jnl
Data Stream Clustering: An In-depth Empirical Study.
Proc. ACM Manag. Data
Xin Wang, Zhengru Wang, Zhenyu Wu, Shuhao Zhang, Xuanhua Shi, Li Lu
2023 J jnl
Harnessing Scalable Transactional Stream Processing for Managing Large Language Models [Vision].
CoRR
Shuhao Zhang, Xianzhi Zeng, Yuhao Wu, Zhonghao Yang
2023 J jnl
Low-Latency Video Conferencing System for Geo-Distributed Data Centers.
CoRR
Yao Xiao, Sitian Chen, Amelie Chi Zhou, Shuhao Zhang, Yi Wang, Rui Mao, Xuan Yang
2023 J jnl
MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores.
Proc. ACM Manag. Data
Yancan Mao, Jianjun Zhao, Shuhao Zhang, Haikun Liu, Volker Markl
2023 J jnl
MorphStream: Scalable Processing of Transactions over Streams on Multicores.
CoRR
Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl
2023 J jnl
Online Continual Knowledge Learning for Language Models.
CoRR
Yuhao Wu, Tongjun Shi, Karthick Sharma, Chun-Wei Seah, Shuhao Zhang
2023 A* conf
Parallelizing Stream Compression for IoT Applications on Asymmetric Multicores.
ICDE
Xianzhi Zeng, Shuhao Zhang
2023 A* conf
Scalable Online Interval Join on Modern Multicore Processors in OpenMLDB.
ICDE
Hao Zhang, Xianzhi Zeng, Shuhao Zhang, Xinyi Liu, Mian Lu, Zhao Zheng
2023 A* conf
SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams.
EMNLP
Yuhao Wu, Karthick Sharma, Chun Seah, Shuhao Zhang
2023 J jnl
TransNFV: Integrating Transactional Semantics for Efficient State Management in Virtual Network Functions.
CoRR
Zhonghao Yang, Shuhao Zhang, Binbin Chen
2022 J jnl
A Framework for Fast Polarity Labelling of Massive Data Streams.
CoRR
Huilin Wu, Mian Lu, Zhao Zheng, Shuhao Zhang
2022 J jnl
A Survey on Transactional Stream Processing.
CoRR
Shuhao Zhang, Juan Soto, Volker Markl
2022 J jnl
Payment behavior prediction on shared parking lots with TR-GCN.
VLDB J.
Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du
2022 J jnl
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.
IEEE Trans. Knowl. Data Eng.
Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du
2022 J jnl
Revisiting the Design of Parallel Stream Joins on Trusted Execution Environments.
Algorithms
Souhail Meftah, Shuhao Zhang, Bharadwaj Veeravalli, Khin Mi Mi Aung
2021 J jnl
Fine-Grained Multi-Query Stream Processing on Integrated Architectures.
IEEE Trans. Parallel Distributed Syst.
Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
2021 — conf
Parallelizing Intra-Window Join on Multicores: An Experimental Study.
SIGMOD Conference
Shuhao Zhang, Yancan Mao, Jiong He, Philipp M. Grulich, Steffen Zeuch, Bingsheng He, Richard T. B. Ma, Volker Markl
2020 — conf
FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures.
USENIX ATC
Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du
2020 J jnl
Hardware-Conscious Stream Processing: A Survey.
CoRR
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
2020 J jnl
NebulaStream: Complex Analytics Beyond the Cloud.
Open J. Internet Things
Steffen Zeuch, Eleni Tzirita Zacharatou, Shuhao Zhang, Xenofon Chatziliadis, Ankit Chaudhary, Bonaventura Del Monte, Dimitrios Giouroukis, Philipp M. Grulich, Ariane Ziehn, Volker Markl
2020 A* conf
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction.
IJCAI
Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du
2020 A* conf
Towards Concurrent Stateful Stream Processing on Multicore Processors.
ICDE
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
2019 — conf
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.
SIGMOD Conference
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
2019 J jnl
BriskStream: Scaling Data Stream Processing on Shared-Memory Multicore Architectures.
CoRR
Shuhao Zhang, Jiong He, Amelie Chi Zhou, Bingsheng He
2019 J jnl
Hardware-Conscious Stream Processing: A Survey.
SIGMOD Rec.
Shuhao Zhang, Feng Zhang, Yingjun Wu, Bingsheng He, Paul Johns
2019 J jnl
Scaling Stream Processing with Transactional State Management on Multicores.
CoRR
Shuhao Zhang, Yingjun Wu, Feng Zhang, Bingsheng He
2019 — conf
TraV: An Interactive Exploration System for Massive Trajectory Data.
BigMM
Jieliang Ang, Tianyuan Fu, Johns Paul, Shuhao Zhang, Bingsheng He, Teddy Sison David Wenceslao, Sien Yi Tan
2017 A* conf
Multi-Query Optimization for Complex Event Processing in SAP ESP.
ICDE
Shuhao Zhang, Hoang Tam Vo, Daniel Dahlmeier, Bingsheng He
2017 A* conf
Revisiting the Design of Data Stream Processing Systems on Multi-Core Processors.
ICDE
Shuhao Zhang, Bingsheng He, Daniel Dahlmeier, Amelie Chi Zhou, Thomas Heinze
2017 J jnl
Understanding Co-Running Behaviors on Integrated CPU/GPU Architectures.
IEEE Trans. Parallel Distributed Syst.
Feng Zhang, Jidong Zhai, Bingsheng He, Shuhao Zhang, Wenguang Chen
2016 A conf
Elastic multi-resource fairness: balancing fairness and efficiency in coupled CPU-GPU architectures.
SC
Shanjiang Tang, Bingsheng He, Shuhao Zhang, Zhaojie Niu
2016 J jnl
Melia: A MapReduce Framework on OpenCL-Based FPGAs.
IEEE Trans. Parallel Distributed Syst.
Zeke Wang, Shuhao Zhang, Bingsheng He, Wei Zhang
2015 B conf
To Co-run, or Not to Co-run: A Performance Study on Integrated Architectures.
MASCOTS
Feng Zhang, Jidong Zhai, Wenguang Chen, Bingsheng He, Shuhao Zhang
2014 J jnl
In-Cache Query Co-Processing on Coupled CPU-GPU Architectures.
Proc. VLDB Endow.
Jiong He, Shuhao Zhang, Bingsheng He
2013 J jnl
OmniDB: Towards Portable and Efficient Query Processing on Parallel CPU/GPU Architectures.
Proc. VLDB Endow.
Shuhao Zhang, Jiong He, Bingsheng He, Mian Lu